Title :
Continuation techniques for reachability analysis of uncertain power systems
Author :
Markov, Maxim ; Saghafi, Mehdi ; HISKENS, Ian A. ; Dankowicz, Harry
Author_Institution :
Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
The level of uncertainty in power systems is increasing due to substantial growth in renewable generation and increasing reliance on cyber-enabled system-wide responsiveness. In order to guarantee dynamic security of networks, power system designers are in need of practical reachability analysis tools that allow them to assess vulnerability of the system to undesirable outcomes and evaluate the impact of parameter uncertainty. This paper describes a novel suite of parameter continuation algorithms that may be applied to large-scale, stiff, hybrid power systems. They allow the impact of parameter uncertainty to be quantified, thereby enabling secure design through efficient exploration of critical parameter values and initial conditions.
Keywords :
power system security; reachability analysis; uncertain systems; hybrid power system; networks dynamic security; parameter continuation algorithm; parameter uncertainty; reachability analysis; renewable generation; uncertain power system; Algorithm design and analysis; Equations; Manifolds; Mathematical model; Power system dynamics; Trajectory;
Conference_Titel :
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location :
Melbourne VIC
Print_ISBN :
978-1-4799-3431-7
DOI :
10.1109/ISCAS.2014.6865510